import numpy as np
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt
from datetime import datetime
from fbprophet import Prophet
from IPython.display import display,HTML
%matplotlib inline
Importing plotly failed. Interactive plots will not work.
df = pd.read_csv("AC_Data.csv").dropna()
df['Date'] = pd.to_datetime(df['0'])
df = df.drop('0',axis =1).set_index('Date')
display(HTML(df.head().to_html()))
| AC 1 | AC 2 | AC 3 | AC 4 | AC 5 | AC 6 | AC 7 | AC 8 | AC 9 | AC 10 | AC 11 | AC 12 | AC 13 | AC 14 | AC 15 | AC 16 | AC 17 | AC 18 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Date | ||||||||||||||||||
| 2019-08-01 00:00:00 | 7.518632 | 8.788315 | 0.0 | 0.0 | 2.617045 | 4.079041 | 2.782276 | 4.624447 | 5.222060 | 2.151238 | 1.585072 | 0.560373 | 3.142941 | 2.749470 | 5.417774 | 4.113460 | 3.305072 | 6.735981 |
| 2019-08-01 00:02:00 | 7.426114 | 8.940615 | 0.0 | 0.0 | 2.581625 | 3.781231 | 2.529366 | 5.057423 | 5.349465 | 2.414715 | 2.168184 | 1.818730 | 3.085110 | 2.720484 | 3.302422 | 3.986483 | 3.220588 | 6.379500 |
| 2019-08-01 00:04:00 | 7.052986 | 9.161103 | 0.0 | 0.0 | 2.592095 | 3.800127 | 2.332304 | 6.322521 | 3.995392 | 2.237114 | 3.345624 | 2.310409 | 3.132799 | 2.676861 | 3.539026 | 3.797881 | 3.131560 | 6.363475 |
| 2019-08-01 00:06:00 | 6.665446 | 9.065626 | 0.0 | 0.0 | 2.575639 | 3.772891 | 2.596200 | 5.805132 | 3.553778 | 1.878356 | 2.737645 | 2.510972 | 3.090007 | 2.666604 | 4.607439 | 3.062610 | 3.063953 | 6.127366 |
| 2019-08-01 00:08:00 | 6.674838 | 9.096130 | 0.0 | 0.0 | 2.021472 | 3.155697 | 2.845417 | 6.315060 | 3.042244 | 1.914650 | 2.452500 | 2.171791 | 3.097202 | 2.710572 | 5.332696 | 2.640150 | 2.864680 | 5.662474 |
sns.pairplot(df)
<seaborn.axisgrid.PairGrid at 0x7feaa536ce80>